updated the EDA notebook

msahamed · Mar 31, 2019 · e0e2f74 · e0e2f74
1 parent d99be7e
commit e0e2f74
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Showing 4 changed files with 1,019 additions and 3,320 deletions.
diff --git a/.gitignore b/.gitignore
@@ -6,6 +6,10 @@ _build
 *.tsv
 docs/source/interactive/magics-generated.txt
 docs/source/config/shortcuts/*.csv
+Financial_data_analysis_.zip
+Financial_data_analysis_/
+Presentation/
+temp-plot.html
 docs/gh-pages
 jupyter_notebook/notebook/static/mathjax
 jupyter_notebook/static/style/*.map

diff --git a/create_model.ipynb b/create_model.ipynb
@@ -58,49 +58,6 @@
     "df_selected = pd.read_csv('./data/df_selected.csv')"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Drop some unnecessary features"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "df_selected.drop('fico_range_low', axis = 1, inplace=True)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "df_selected.drop(['funded_amnt','funded_amnt_inv'], axis = 1, inplace=True)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "df_selected.drop('earliest_cr_year', axis = 1, inplace=True)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "df_selected.drop('issue_year', axis = 1, inplace=True)"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": 11,
@@ -1373,7 +1330,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.5"
+   "version": "3.6.8"
   }
  },
  "nbformat": 4,